JP2004326498A - Information terminal equipment and program - Google Patents

Abstract

<P>PROBLEM TO BE SOLVED: To prepare the use predication data of each of the applications of information terminal equipment, and to automatically switch the application picture to be displayed at the information terminal equipment according to the time or day or season from the use prediction data. <P>SOLUTION: This information terminal equipment is provided with a time recognizing means 10 for recognizing the time, a learning means 14 for preparing the use prediction data of an application and a display information control means 18 for preparing the display information to be displayed based on the result of the use prediction data. Thus, the application use the prediction data per user's time are prepared, and the application to be displayed at the information terminal equipment 1 is automatically switched and displayed based on the prepared use prediction data so that the picture display of the application matched with the life style of the user can be performed. Thus, it is possible to save an operation to call the target application, and to improve the convenience of the user. <P>COPYRIGHT: (C)2005,JPO&NCIPI

Description

[0001]
TECHNICAL FIELD OF THE INVENTION
The present invention relates to an information terminal device and a program characterized by display information control.
[0002]
[Prior art]
2. Description of the Related Art In recent years, information terminal devices represented by mobile phones and PDAs have rapidly become widespread, and their performances have been increasingly improved. In addition, the rapid spread of the Internet and the development of the information and communication infrastructure associated with it have progressed rapidly, and users have been able to obtain a large amount of information. At this time, a portable telephone, a personal computer, a PDA, or the like is representative of the means used to receive information from the user.
[0003]
In addition, an apartment information terminal device capable of centrally controlling a plurality of home appliances or a home information terminal device having a control function of home appliances has been put into practical use.
[0004]
As described above, various types of information terminal devices and remote controllers have been put into practical use, but some devices have a plurality of functions and applications, and an input device provided to the information terminal device by a user, or In general, an input device connected to an information terminal device is operated while switching screens.
[0005]
As the number of functions and applications of the information terminal device increases, it becomes more difficult for the user to view the screen, and the number of operations required to display a screen for operating the target function or application increases or becomes more complicated. In addition, as the configuration of a homepage or the like that can be browsed by the information terminal device becomes more complicated, it takes more time for the user to obtain the target information.
[0006]
In order to solve the above-mentioned problems, a method for improving the operability and work efficiency by making the screen easy for a user to view has been conventionally considered (for example, see Patent Document 1).
[0007]
When displaying a plurality of screens in a multi-window system, the multi-screen display control device divides a display area on a physical screen such as a CRT into first and second display areas, and By displaying a screen on which the user is working (an active screen), the screen of the user's attention is displayed in an easily viewable manner, and operability and work efficiency are improved. In addition, by displaying other screens so as not to overlap each other in the second display area, it is possible to easily recognize the presence of a screen that is not currently focused on, and furthermore, to display a screen in the second display area. Is given a certain regularity, it is easy to specify even a screen that is not noticed (inactive) as a new work target.
[0008]
[Patent Document 1]
JP-A-9-128192
[0009]
[Problems to be solved by the invention]
However, in the conventional configuration, in the case of a large display device such as a monitor screen of a personal computer, by dividing the display area into an active screen where the user is working and an inactive screen where the user is not working, This has the advantage that users can easily view the screen they are working on and the operability is improved.However, in the case of devices with small screens such as personal digital assistants, the active screen and the inactive screen are divided There is a problem that the screen size and the display area are limited to those having a large screen size so that the user can properly recognize the characters and pictures in the screen and have no trouble in the work.
[0010]
In addition, when the display area of the active screen and the display area of the inactive screen are separated, the smaller the display area of the device, the smaller the area of the active screen on which the user is working, so that the display area is divided. Conversely, there is a problem that the operability and work efficiency of the user are reduced.
[0011]
Also, a user who does not have a chance to operate a computer or the like on a daily basis does not have the task of operating a plurality of functions while switching screens, and thus uses such a plurality of functions while switching screens for such a user. There is a problem that it is difficult to use only with such an operation method.
[0012]
SUMMARY OF THE INVENTION The present invention solves the above-mentioned conventional problem, in which usage prediction data is created from data of a user's application usage status, and an application screen automatically displayed on a display unit of the device is automatically displayed based on the created usage prediction data. It is an object of the present invention to provide an information terminal device which is dynamically changed.
[0013]
[Means for Solving the Problems]
In order to solve the conventional problem, an information terminal device according to the present invention includes a learning unit that determines a use state of an application based on input information of an input unit for a user to operate the application and creates use prediction data. The display information is displayed on the display means and the screen content displayed on the display means is changed based on the use prediction data created by the learning means.
[0014]
As a result, the operation screen of the information terminal device having a plurality of functions and each application is displayed on the screen of the information terminal device by learning usage patterns (life patterns) of the user's application and creating use prediction data. The display information to be displayed can be automatically changed, and the screen can be displayed according to the lifestyle of the user.
[0015]
BEST MODE FOR CARRYING OUT THE INVENTION
According to the first aspect of the present invention, input means for a user to operate an application, display means for displaying an application screen and the like, time recognition means for recognizing time, and input information of the input means Based on the learning means for determining the use state of the application and creating the use prediction data, and the input information of the input means, or the display information to be displayed on the display means based on the result of the use prediction data created by the learning means. Display information control means for creating and displaying on the display means, the display information control means creating display information to be displayed on the display means based on the use prediction data created by the learning means, The information terminal device is designed to change the screen content displayed on the device, allowing multiple functions of the information terminal device and operation for each application By learning the usage pattern (life pattern) of the user's application and creating usage prediction data, the display information displayed on the screen of the information terminal device is automatically changed to change the user's lifestyle. A combined screen display can be performed.
[0016]
According to a second aspect of the present invention, the learning means creates use prediction data for each time, and the display information control means creates display information to be displayed on the display means based on the use prediction data created by the learning means. The information terminal device according to claim 1, wherein the content of the screen displayed on the display means is changed, so that when the user uses the information terminal device, the usage pattern for each hour of the day is learned. By creating usage prediction data and automatically switching the application screen to be displayed on the display means of the information terminal device based on the created usage prediction data, it is possible to display a screen according to a usage pattern every hour every day. it can.
[0017]
According to a third aspect of the present invention, the learning means creates usage prediction data for each day of the week, and the display information control means displays the display information to be displayed on the display means based on the usage prediction data for each day of the week created by the learning means. The information terminal device according to claim 1 or 2, wherein the content of the screen displayed on the display means is changed, so that when the user uses the information terminal device, the By learning the usage pattern and changing the content of the screen displayed on the display means of the information terminal device for each day of the week, it is possible to display the screen in accordance with the usage pattern of the user for each day of the week.
[0018]
According to a fourth aspect of the present invention, the specification prediction data for each day of the week can be set to a specific date by a user. By setting a different day from the lifestyle of the user, for example, a user who normally goes to work from Monday to Friday and holidays on Saturday and Sunday, if a certain Monday is a holiday, Is set as a holiday, the application screen is displayed on the information terminal device according to the usage pattern of Saturday or Sunday, so that even on irregular days different from the usual lifestyle, the optimal screen for the user Display can be performed, and unnecessary operations can be omitted.
[0019]
The invention according to claim 5, further comprising information storage means for storing use prediction data for each season and month and day, wherein the display information control means includes use prediction data for each season and month and day stored in the information storage means. The information terminal device according to any one of claims 1 to 4, wherein display information to be displayed on the display device is created based on the information terminal device, and the content of the screen displayed on the display device is changed. By changing the content of the screen displayed on the display means of the information terminal device for each season, for example, by changing the appliances displayed on the display means in summer and winter, or by changing the function of the appliances, Since display information unnecessary for the user can be eliminated, the operability of the user is improved.
[0020]
The invention according to claim 6 is the information terminal device according to claim 5, wherein the usage prediction data for each season or month stored in the information storage means can be changed in setting by a user. By allowing the user to set a display screen according to his / her lifestyle, for example, when operating an air conditioner, a heating screen is first displayed from November to March, From April to October, by allowing the user to set in advance so that the cooling screen is displayed first, it is possible to match the user's lifestyle and preferences, and to display individual screens for each user. As a result, it is possible to display a screen in accordance with the user's taste, living environment, and the like, and the operability of the user is improved.
[0021]
According to a seventh aspect of the present invention, there is provided a program for executing a part or all of the functions of the information terminal device according to any one of the first to sixth aspects by a computer, thereby enabling a computer at home to be used. By using them, some or all functions of the information terminal device can be easily realized.
[0022]
【Example】
Hereinafter, embodiments of the present invention will be described with reference to the drawings.
[0023]
(Example 1)
1 to 4 show the display information control in the first embodiment of the present invention.
[0024]
In FIG. 1, reference numeral 1 denotes an information terminal device which is a portable information terminal or another terminal. A water heater 2 is connected to the information terminal device 1 and can be controlled from the information terminal device 1. Numerals 3 to 5 are connected to the water heater 2 and are water heater terminals controlled by the water heater 2, 3 is a floor heater, 4 is an air conditioner, and 5 is a bathroom dryer. Although the water heater 2 is shown as an example of the device controlled from the information terminal device 1, the invention is not limited to this.
[0025]
Reference numeral 6 denotes a management company that distributes information to a home where the information terminal device 1 is installed and manages information transmitted from the information terminal device 1. Reference numeral 7 denotes a server managed by the management company 6. Reference numeral 8 denotes a network connecting the information terminal device 1 and the server 7 managed by the management company 6. Reference numeral 9 denotes control means for controlling the basic functions of the information terminal device 1. Reference numeral 10 denotes time recognition means for recognizing the time of the system of the information terminal device 1.
[0026]
Reference numeral 11 denotes an input unit for a user to operate an application using the information terminal device 1. The input unit 11 includes a button, a touch panel, and the like, and the input terminal 11 may be provided with a connection unit with the external input device on the main body of the information terminal device 1 to perform input from the external input device. Reference numeral 12 denotes an input information control unit which receives input information of the input unit 11 and outputs water heater control information and server transmission information created based on the input information. Reference numeral 13 denotes a device information transmission / reception unit which receives the water heater control information created by the input information control means 12 and transmits the information to the water heater 2. Also, it receives information transmitted from water heater 2 or water heater terminals 3 to 5 connected to water heater 2. Reference numeral 14 denotes learning means for analyzing usage patterns of a plurality of functions and applications possessed by the information terminal device 1 such as time, day of the week, and seasons. Create
[0027]
Reference numeral 15 denotes use prediction data for creating use prediction data for each time, day of the week, or season from the analysis result of the use pattern of the function or application of the information terminal device 1 created by the learning means 14 for each time, day, or season. It is a creation means. Reference numeral 16 denotes a server information transmission / reception unit that transmits data to the server 7 and receives information transmitted from the management company 6 based on input information from the input information control unit 12. A display unit 17 displays an application screen of the information terminal device 1 or the like.
[0028]
Reference numeral 18 denotes a display information control unit that creates a screen to be displayed on the display unit 17 of the information terminal device 1 based on information from the input information control unit 12, the server information transmission / reception unit 16, or the use prediction data creation unit 15. That is, based on the input information of the input unit 11 or the result of the use prediction data created by the learning unit 14, the display information to be displayed on the display unit 17 is created and the screen content displayed on the display unit 17 is changed. ing. Reference numeral 19 denotes an information storage unit that stores the use prediction data created by the use prediction data creation unit 15.
[0029]
The operation of the information terminal device of the present embodiment configured as described above will be described.
[0030]
In the present embodiment, the information terminal device 1 is connected to a server 7 managed by a management company 6 via a network 8, and is used to browse information such as weather forecasts and condominium information distributed by the management company 6. A function as a terminal, and a function of operating the water heater 2 or a water heater terminal (floor heating 3, air conditioner 4, bathroom dryer 5, etc.) connected to the water heater 2 and connected to the water heater 2. It has.
[0031]
In addition, the information terminal device 1 has an application for operating each function so that the user can easily operate each function.
[0032]
For example, FIG. 2 is an example of an application screen displayed on the information terminal device 1 for operating the water heater 2, and it is possible to set a bath temperature, a hot water temperature, and a bath water amount.
[0033]
In FIG. 2, reference numeral 101 denotes a touch panel constituting the display unit 17. Reference numerals 102, 103, and 104 denote input buttons, which constitute a part of the input unit 11, and can display applications assigned to the respective input units.
[0034]
Here, by pressing the input button 102, the application for setting the bath temperature, hot water temperature, and the like shown in FIG. 2 can be displayed. The input button 103 is an input button for displaying an application for browsing information such as a weather forecast and information in a condominium distributed by the management company 6. FIG. 3A shows an example of the information display screen. Input button 104 is an input button for displaying an application for operating air conditioner 4 connected to water heater 2. An example of the air conditioner control screen is shown in FIG.
[0035]
In the present embodiment, the description has been made using the input button as a method of switching the application. However, instead of the input button, another input method such as a button arranged on the touch panel 101 or a voice input may be used. I do not care.
[0036]
As a function usage pattern of the information terminal device 1 of the user, when there are many operations such as bathing and cleaning up after a meal between 19:00 and 22:00, the bath temperature and hot water supply as shown in FIG. An application for setting a temperature or the like is displayed on the display unit 17.
[0037]
If the operation of the air conditioner 4 in the living room is frequently performed between 22:00 and 23:00, an application of the air conditioner as shown in FIG.
[0038]
In the case where the user frequently views the weather forecast and information in the apartment (for example, garbage collection date) from 6:30 to 8:00 in the morning, an application for viewing information as shown in FIG. Is displayed on the display means 17.
[0039]
Next, an example of creating use prediction data of the information terminal device 1 will be described.
[0040]
When using the information terminal device 1, the user can browse various information, boil a bath, and set an air conditioner by operating the input unit 11. The input buttons 102, 103, and 104 are one of the input units 11, and by operating the input buttons 102, 103, and 104 as described above, an application corresponding to each button can be called.
[0041]
In FIG. 4, first, when the user presses the input button 102 (A-1), the input information control means 12 determines that the input button for calling the bath / hot water operation screen has been pressed (A-2). ).
[0042]
The display information control means 18 creates an application screen for bath / hot water supply operation based on the information determined by the input information control means 12 (A-3) and displays it on the display means 17 (A-4).
[0043]
Further, the learning means 14 recognizes that the input button 102 for calling the operation screen for bath / hot water supply has been pressed based on the information determined by the input information control means 12, and recognizes the pressed time (A-5). Then, use frequency distribution data for each function or application with respect to time (for example, use frequency distribution data for every 10 minutes) is created (A-6).
[0044]
In the above-described steps (A-1) to (A-6), even when the other input buttons 103 and 104 are pressed, the use frequency distribution data is created in the same steps.
[0045]
The use prediction data creation unit 15 creates use prediction data for each function or application based on the use frequency distribution data created by the learning unit 14 (A-7). For example, the use frequency distribution data collected by the learning unit 14 is collected for a predetermined period (for example, two weeks) (A-6), and the application most frequently used during the predetermined period is displayed on the screen at each time. Under such conditions, the use prediction data creating means 15 creates use prediction data for each function or application for each time.
[0046]
Further, the usage frequency distribution data and the usage prediction data are updated as needed even after the lapse of two weeks, which is the period for creating the usage frequency distribution data. The usage prediction data for each time of the function or the application may be a method of displaying an application used more than a predetermined number of times during a predetermined period.
[0047]
In this way, based on the usage prediction data created by the usage prediction data creation unit 15, the display information control unit 18 creates the usage frequency distribution data every predetermined time (here, 10 minutes because the usage frequency distribution data is created every 10 minutes). Each time), the screen of the application most frequently used is automatically switched and displayed.
[0048]
In this way, by automatically switching and displaying the application to be displayed on the display means 17 of the information terminal device 1 according to the function of the information terminal device 1 or use prediction data for each application, it is possible to match the lifestyle of the user. Since the application can be displayed on the screen, the operation for calling the target application can be omitted, and the convenience for the user can be improved.
[0049]
In addition, since the use prediction data is created from the information of the user's input buttons, there is no need for the user to set an application to be displayed on the screen every time, and the user does not need to be particularly conscious. Since the use prediction data can be created only by performing a normal operation, it is possible to provide an information terminal device that displays an optimal application screen every time without putting a burden on the user.
[0050]
(Example 2)
FIGS. 5 and 6 show an information terminal device according to the second embodiment of the present invention.
[0051]
In the present embodiment, in addition to the first embodiment, use prediction data for each hour is created for each day of the week, and other configurations and operations are the same as those of the first embodiment.
[0052]
Therefore, the following description focuses on differences from the first embodiment. In FIG. 5, the learning means 14 for analyzing the usage pattern of a plurality of applications possessed by the information terminal device 1 recognizes not only the time when the input button was pressed but also the day of the week based on the information determined by the input information control means 12. Can be done.
[0053]
Reference numeral 401 denotes a weekday data creation unit that creates usage prediction data of the information terminal device 1 on weekdays based on the analysis result of the usage pattern of the information terminal device 1 created by the learning unit 14. It is. Reference numeral 402 denotes a holiday data creation unit that creates usage prediction data of the information terminal device 1 on holidays based on the analysis result of the usage pattern of the information terminal device 1 created by the learning unit 14. It is.
[0054]
The most common example of a user's one-week lifestyle is some regularity, such as going to work or school, Monday to Friday (weekdays), Saturday and Sunday (holidays). It is.
[0055]
In the present embodiment, the use prediction data creation unit 15 includes a weekday data creation unit 401 that creates use forecast data for weekdays and a holiday data creation unit 402 that creates use forecast data for holidays. It has a function to create usage forecast data separately for weekdays and holidays.
[0056]
For example, when the user operates the input button 104 for calling the application for operating the air conditioner 4 at a certain time, the learning unit 14 recognizes that the input button 104 has been operated, recognizes the time, and operates the day. If it is a weekday, the use prediction data A is created or updated. Also, on another day, when the user operates the input button 104 for calling the application for operating the air conditioner 4 at a certain time, the learning unit 14 determines that the input button 104 has been operated, the time, and the day of the week. When the operation is performed on a holiday, the use prediction data B is created or updated.
[0057]
As described above, in the present embodiment, the use prediction data is separately created and held on holidays and weekdays. The automatic switching of the application is also automatically performed based on the use prediction data according to the day of the week.
[0058]
In this way, based on the usage prediction data separately created for holidays and weekdays, the display information control means 18 automatically switches and displays the screen of the most frequently used application at predetermined intervals. .
[0059]
Next, a case in which the user changes the setting of the use prediction data for each day of the week will be described with reference to FIG.
[0060]
FIG. 6 is an example of a screen for changing the setting of the use prediction data by the user. In a week, a normal lifestyle is a holiday, but when working on a holiday, the lifestyle is the same as a weekday, or conversely, on a weekday, a special day occurs that is the same as a holiday due to annual holidays. Sometimes.
[0061]
For example, as shown in FIG. 6, when a user who normally has a holiday on Saturday and Sunday has a holiday on February 10 on a weekday, when the user selects February 10 on the calendar screen of FIG. A schedule screen of February 10 is displayed, and by selecting a holiday on the setting screen of FIG. 6B, automatic switching of applications is performed on February 10 based on the predicted use data B of the holiday. Thus, even if the lifestyle is different from the normal lifestyle, the screen display can be performed in accordance with the lifestyle.
[0062]
As described above, as in the first embodiment, the usage prediction data is created from the usage pattern of the application every hour every day, and the screen of the most frequently used application is automatically switched at every predetermined time. In addition to the display function, the usage prediction data for each hour is created for each day of the week or for holidays and for each weekday, so that in addition to the user's daily life style, weekly life such as weekdays and holidays can be used. Since the screen display of the application according to the style can be performed, the screen display of the application according to the lifestyle of the user can be further performed.
[0063]
In addition, by providing a function that allows the user to change the setting of usage prediction data for each day of the week, it is possible to flexibly respond to special days, so even if a day different from the usual lifestyle occurs, the user can There is no loss of convenience.
[0064]
(Example 3)
7 and 8 show an information terminal device according to a third embodiment of the present invention.
[0065]
In the present embodiment, in addition to the first and second embodiments, the application is switched using the use prediction data for each season or month and day. Other configurations and operations are the same as those of the first and second embodiments. It is.
[0066]
Therefore, the following description will focus on differences from the first and second embodiments. In FIG. 7, reference numeral 601 denotes an air conditioner; 602, a microwave oven; and 603, a refrigerator, which can be operated from the information terminal device 1, respectively. 604 is a communication unit of the air conditioner 601, 605 is a communication unit of the microwave oven 602, 606 is a communication unit of the refrigerator 603, and 607 is a communication unit of the information terminal device 1.
[0067]
Communication methods include wired communication using a power line or the like and specific low-power wireless communication or wireless communication using Bluetooth. In this embodiment, any of these communication methods may be used. FIG. 7 shows a case of wireless communication. I have.
[0068]
Further, the information terminal device 1 and the air conditioner 601, the microwave oven 602, and the refrigerator 603 are in a relationship between the parent device and the child device, and the child device can be operated from the parent device but cannot be operated between the child devices.
[0069]
In FIG. 8, input buttons 102, 103, and 104 constitute input means for calling applications of the air conditioner 601, the microwave oven 602, and the refrigerator 603, respectively. Note that the air conditioner 601 has a cooling function and a heating function. FIG. 8A shows an example of a cooling screen, and FIG. 8B shows an example of a heating screen.
[0070]
Next, the operation of this embodiment will be described.
[0071]
The information terminal device 1 of the present embodiment can control the air conditioner 601, the microwave oven 602, and the refrigerator 603 by specific low-power wireless communication. An example in which the air conditioner 601 is operated at this time will be described. . The information storage unit 19 stores seasonal or monthly use prediction data of the air conditioner set in advance by a manufacturer or the like.
[0072]
For example, in the case of an air conditioner having a cooling function and a heating function, the air conditioner 601 is used as heating from November 1 to March 31, and from June 1 to September 30, It is predicted to be used for cooling, and the manufacturing company stores the prediction data in the information storage means 19 in advance.
[0073]
The time recognition means 10 of the information terminal device 1 also has a calendar function, and when the user operates the input button 102 to use the air conditioner 601 when the calendar information of the information terminal device 1 is after November 1, the display is performed. As shown in FIG. 8B, the information control unit 18 creates display information for heating the application screen of the air conditioner 601 and displays it on the display unit 17.
[0074]
Similarly, when the user operates the input button 102 to use the air conditioner 601 when the calendar information of the information information terminal device 1 is on or after June 1, the display information control means 18 causes the display information control means 18 to display the information as shown in FIG. Next, display information for cooling the application screen of the air conditioner 601 is created and displayed on the display unit 17.
[0075]
Further, the timing (month and day) at which the screen display for cooling and heating is switched differs depending on the region where the user lives and his / her preference. Therefore, the use prediction data for each season or month and day stored in the information storage means 19 is used. It can be changed by the user, and can be freely changed according to personal preference and living environment.
[0076]
In this way, when the functions to be used for each season or month can be limited, by automatically switching the application screen to be displayed according to the season or month and day, unnecessary display information for the user can be obtained. Since no provision is made, the operability of the user's device can be improved. Also, unnecessary display information can be deleted, so that erroneous operations by the user can be prevented. In addition, since the screen displayed by the user can be freely changed according to the user's preference and the living environment, the application screen can be displayed according to the individual characteristics and the living environment of the user. The display can be switched according to the user's life, so that the convenience can be improved.
[0077]
Further, by making a part or all of the functions of the information terminal device 1 in each of the first to third embodiments described above as a program executed by a computer, it can be easily realized using a computer at home. . In addition, by using a recording medium on which the programs and data are recorded, it is easy to write software to the control memory of a general-purpose microcomputer and to move data to another terminal. A new specification change can be handled by changing or adding a program in the middle of operation by downloading with.
[0078]
【The invention's effect】
As described above, according to the information terminal device of the present invention, a plurality of functions of the information terminal device and the operation screen for each application are learned by learning the usage pattern (life pattern) of the user's application, and the usage prediction data is generated. By creating, the display information to be displayed on the screen of the information terminal device can be automatically changed, the screen can be displayed according to the lifestyle of the user, and the convenience of the user can be improved.
[Brief description of the drawings]
FIG. 1 is a configuration diagram of an information terminal device according to a first embodiment of the present invention.
FIG. 2 is a diagram showing an example of a water heater application screen displayed on the information terminal device.
FIG. 3 shows an example of another application screen displayed on the information terminal device.
FIG. 4 is a flowchart of creating use prediction data of the information terminal device.
FIG. 5 is a configuration diagram of an information terminal device according to a second embodiment of the present invention.
FIG. 6 is a view showing an example of a screen for changing the setting of use prediction data of the information terminal device.
FIG. 7 is a configuration diagram of an information terminal device according to a third embodiment of the present invention.
FIG. 8 is a diagram showing an example of an air conditioner application screen displayed on the information terminal device.
[Explanation of symbols]
1 Information terminal equipment
2 water heater
3-5 water heater terminal
9 Control means
10 Time recognition means
11 Input means
12 Input information control means
13 Device information transceiver
14 Learning means
15 Usage forecast data creation means
17 Display means
18 display information control means
102-104 input button
401 Weekday Data Creation Department
402 Holiday data creation unit
601 air conditioner
602 microwave oven
603 refrigerator

Claims (7)

Input means for the user to operate the application, display means for displaying an application screen, etc., time recognizing means for recognizing time, and determining the use state of the application based on the input information of the input means and using the application. Based on learning means for creating prediction data, and input information from the input means or the result of use prediction data created by the learning means, display information to be displayed on the display means is created and displayed on the display means. Display information control means, wherein the display information control means creates display information to be displayed on the display means based on the use prediction data created by the learning means, and changes screen contents to be displayed on the display means. Information terminal equipment. The learning means creates use prediction data for each time, and the display information control means creates display information to be displayed on the display means based on the use prediction data created by the learning means, and displays a screen content to be displayed on the display means. The information terminal device according to claim 1, wherein the information terminal device is changed. The learning means creates use prediction data for each day of the week, and the display information control means creates display information to be displayed on the display means based on the use prediction data for each day of the week created by the learning means, and displays the display information on the display means. 3. The information terminal device according to claim 1, wherein the content of the screen is changed. The information terminal device according to claim 3, wherein the specification prediction data for each day of the week can set a unique date by a user. An information storage unit for storing usage prediction data for each season and month and a display information control unit for displaying display information to be displayed on the display unit based on the usage prediction data for each season and month stored in the information storage unit; The information terminal device according to any one of claims 1 to 4, wherein the information terminal device changes the content of a screen displayed on the display means. 6. The information terminal device according to claim 5, wherein the setting of the usage prediction data for each season or month stored in the information storage means can be changed by a user. A program for causing a computer to execute a part or all of the functions of the information terminal device according to claim 1.

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